Ethiopia Economic Monitoring for Understanding Poverty Trends#
Assignment#
The East Africa Poverty Team has requested support for using alternative data to better understand economic and poverty trends in Ethiopia. The assignment includes an analysis of urban air quality trends, crop monitoring, and an analysis of sentiment towards recent socio-poltical crises through crowd-sourced survey data and Google search trends.
Contents#
Introduction to the Data Lab
Analytics
- Basemaps for Ethiopia
- Air Pollution in Ethiopia
- Ethiopian Opinions on Somaliland: Survey from Premise
- Google Trends - Ethiopia Economic Monitor
- Nighttime Lights Trends
- Conflict Location and Trends Monitor
- Crop Productivity and EVI
- Comparing Addis Ababa and Nairobi
- Conflict Impact on Economic Activity
Additional Resources
Acknowledgements
Data#
The following datasets are used in this assignment:
PlumeLabs Pollution - This proprietary data is accessed through the Development Data Partnership. The data contains daily updates of key air pollutants such as PM2.5, NO2 and more.
Premise - A data and analytics platform that generates real-time, actionable information by combining a global network of on-the-ground contributors with data science and machine learning. Prior survey data access can be requested through the Development Data Partnership.
Google Search Trends. A private Google service for analyzing Google seach trends at a sub-national level. API access can be requested through the Development Data Partnership.
NASA BLackMarble. A public dataset with daily, monthly and annual Nighttime Lights from NASA.
Additional details about each dataset—such as licensing, update frequency, and access instructions—are provided within the respective data products.
Data Availability Statement#
Restrictions may apply to the data that support the findings of this study. Data received from the private sector through the Development Data Partnership are subject to the terms and conditions of the data license agreement and the “Official Use Only” data classification. These data are available upon request through the Development Data Partnership. Licensing and access information for all other datasets are included in the documentation.
License#
This projects is licensed under the Mozilla Public License - see the LICENSE file for details.
Code of Conduct#
The World Bank Data Lab template used to create this project maintains a Code of Conduct to ensure an inclusive and respectful environment for everyone. Please adhere to it in all interactions within our community.